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The International 2019 Qualifiers

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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
TotalWinrate shiftsTimings
ItemPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxStd.Dev
hand_of_midasHand of Midas32912.28%43.249.54%+1.81%+7.78%-6.86%-4.99%11:5805:0109:5611:2012:5239:5002:10
Columns
TotalWinrate shiftsTimings
HeroPickupsPickup rateRankWinrateWhen pickedEarlyLateGradient (%/min)MeanMinQ1MedianQ3MaxWindowStd.Dev
broodmotherBroodmother685.71%100.083.33%+83.33%+16.67%+16.67%0.00%08:4206:4507:1808:0210:2811:0203:1002:20
chaos_knightChaos Knight4100.00%97.675.00%+75.00%-75.00%+25.00%24.19%09:5506:5106:5109:4810:5912:0204:0803:03
ogre_magiOgre Magi150.00%95.1100.00%0.00%0.00%0.00%0.00%21:1321:1321:1321:1321:1321:1300:0000:00
bloodseekerBloodseeker150.00%92.7100.00%0.00%0.00%0.00%0.00%07:0107:0107:0107:0107:0107:0100:0000:00
warlockWarlock512.50%90.2100.00%+62.86%0.00%0.00%0.00%19:5413:3913:3920:3121:2128:0807:4205:42
slarkSlark2580.65%87.860.00%+10.00%-26.67%+6.67%11.98%12:1107:2610:4511:5413:3217:0702:4702:03
life_stealerLifestealer41100.00%85.456.10%+56.10%+13.90%-6.10%-6.94%10:2505:4208:5610:4111:4913:5802:5302:08
dragon_knightDragon Knight436.36%82.975.00%+17.86%-75.00%+25.00%0.00%11:2009:4309:4309:4711:2214:2901:3901:13
skeleton_kingWraith King9098.90%80.552.22%-47.78%+4.30%-11.31%-7.55%11:0705:0110:1211:0912:1615:5302:0401:31
obsidian_destroyerOutworld Destroyer1330.95%78.061.54%+2.92%+5.13%+38.46%19.61%10:5407:3909:4610:5311:2814:4201:4201:15
svenSven5286.67%75.640.38%-34.62%+13.47%-9.61%-8.44%10:2005:1108:5710:4211:4114:3502:4402:01
alchemistAlchemist531.25%73.260.00%+14.55%+40.00%+40.00%0.00%08:3206:1206:1208:5510:0710:2503:5502:54
arc_wardenArc Warden8100.00%70.737.50%+37.50%+62.50%-37.50%-70.59%10:5808:5809:5510:3611:2014:0001:2501:02
sniperSniper956.25%68.344.44%-26.99%+5.56%-44.44%-40.00%11:2209:4910:2411:1411:3914:0201:1500:55
enchantressEnchantress321.43%65.966.67%+21.22%+33.33%0.00%0.00%16:2313:5413:5416:5518:2018:2004:2603:17
night_stalkerNight Stalker112.50%63.4100.00%0.00%0.00%0.00%0.00%14:2714:2714:2714:2714:2714:2700:0000:00
spirit_breakerSpirit Breaker22.67%61.0100.00%+53.42%0.00%0.00%0.00%19:1218:4118:4119:4319:4319:4301:0200:45
enigmaEnigma817.02%58.550.00%-3.85%0.00%0.00%0.00%13:1108:4809:3211:4215:2418:3105:5204:20
slardarSlardar240.00%56.150.00%-16.67%+50.00%0.00%0.00%12:3410:4810:4814:1914:1914:1903:3102:36
windrunnerWindranger16.67%53.7100.00%0.00%0.00%0.00%0.00%18:5018:5018:5018:5018:5018:5000:0000:00
omniknightOmniknight1017.86%51.240.00%-12.17%-6.67%+10.00%4.29%16:5611:4513:0116:0416:5436:2903:5302:52
invokerInvoker350.00%48.833.33%0.00%-33.33%0.00%0.00%14:0610:4710:4710:5420:3620:3609:4907:16
crystal_maidenCrystal Maiden13.23%46.3100.00%0.00%0.00%0.00%0.00%22:4922:4922:4922:4922:4922:4900:0000:00
faceless_voidFaceless Void218.18%43.950.00%+27.78%+50.00%0.00%0.00%12:5408:3708:3717:1117:1117:1108:3406:20
ursaUrsa545.45%41.520.00%-46.67%-20.00%-20.00%0.00%12:5910:2610:2611:4515:4716:1205:2103:57
phoenixPhoenix426.67%39.025.00%-47.73%-25.00%+75.00%9.95%18:4510:2910:2919:1620:3224:4110:0307:26
ancient_apparitionAncient Apparition22.90%36.650.00%-2.24%-50.00%0.00%0.00%25:5823:1223:1228:4428:4428:4405:3204:05
queenofpainQueen of Pain12.78%34.10.00%0.00%0.00%0.00%0.00%15:1215:1215:1215:1215:1215:1200:0000:00
elder_titanElder Titan114.29%31.70.00%0.00%0.00%0.00%0.00%26:4526:4526:4526:4526:4526:4500:0000:00
naga_sirenNaga Siren15.26%29.30.00%0.00%0.00%0.00%0.00%10:3810:3810:3810:3810:3810:3800:0000:00
weaverWeaver120.00%26.80.00%0.00%0.00%0.00%0.00%06:3006:3006:3006:3006:3006:3000:0000:00
puckPuck14.76%24.40.00%0.00%0.00%0.00%0.00%20:2720:2720:2720:2720:2720:2700:0000:00
lone_druidLone Druid240.00%22.00.00%-66.67%0.00%0.00%0.00%07:1607:1307:1307:1907:1907:1900:0600:04
venomancerVenomancer114.29%19.50.00%0.00%0.00%0.00%0.00%10:5010:5010:5010:5010:5010:5000:0000:00
furionNature's Prophet225.00%17.10.00%-83.33%0.00%0.00%0.00%16:3316:1816:1816:4716:4716:4700:2900:21
silencerSilencer14.55%14.60.00%0.00%0.00%0.00%0.00%39:5039:5039:5039:5039:5039:5000:0000:00
doom_bringerDoom312.00%12.20.00%-50.00%0.00%0.00%0.00%11:3305:0305:0314:4514:5014:5009:4707:14
spectreSpectre225.00%9.80.00%-33.33%0.00%0.00%0.00%09:5606:2006:2013:3113:3113:3107:1105:19
brewmasterBrewmaster233.33%7.30.00%-25.00%0.00%0.00%0.00%12:3711:2111:2113:5313:5313:5302:3201:52
morphlingMorphling12.27%4.90.00%0.00%0.00%0.00%0.00%14:4514:4514:4514:4514:4514:4500:0000:00
disruptorDisruptor211.11%2.40.00%-50.00%0.00%0.00%0.00%25:5324:1124:1127:3427:3427:3403:2302:30